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Benchmarks
Video Summarization on BenSMOT (test)
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0.414
B-4
LLMTrack-4B
0.2164
0.2677
0.319
0.3703
Jan 10, 2026
B-4
R-L
M
C
Updated 4d ago
Evaluation Results
Method
Method
Links
B-4
R-L
M
C
LLMTrack-4B
model_scale=4B
2026.01
0.414
0.444
0.381
0.462
LLMTrack-0.5B
model_scale=0.5B
2026.01
0.347
0.376
0.302
0.442
TransTrack + Captioner
external_captioner=true
2026.01
0.247
0.248
0.209
0.269
SORT + Captioner
external_captioner=true
2026.01
0.245
0.224
0.202
0.298
SMOTer
2026.01
0.245
0.261
0.223
0.343
ByteTrack + Captioner
external_captioner=true
2026.01
0.224
0.225
0.212
0.266
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